2020
DOI: 10.5755/j01.itc.49.3.25988
|View full text |Cite
|
Sign up to set email alerts
|

Semantics Based Clustering through Cover-Kmeans with OntoVsm for Information Retrieval

Abstract: Document clustering plays a significant task in the retrieval of the information, which seeks to divide documents into groups automatically, depending on their content similarity. The cluster consists of related documents within the group (having high intra-cluster similarity) and dissimilar to other group documents (having low inter-cluster similarity). Clustering documents should be considered an unsupervised process that aims to classify documents by identifying underlying structures, i.e. the learning proc… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
1

Citation Types

0
0
0

Year Published

2021
2021
2024
2024

Publication Types

Select...
3
2

Relationship

0
5

Authors

Journals

citations
Cited by 5 publications
(1 citation statement)
references
References 16 publications
0
0
0
Order By: Relevance
“…Conversely, when the ontology is merged with web languages, it is efficient to symbolize information effectively in a structured and semi-structured manner [12]. The web search methodology for information representation not only helps in the symbolization of information with hierarchy but also in the preservation of inheritance in the hierarchy [4,13]. These sorts of methodologies will recover data not only with single-level legacy but also with multilevel inheritance.…”
Section: Introductionmentioning
confidence: 99%
“…Conversely, when the ontology is merged with web languages, it is efficient to symbolize information effectively in a structured and semi-structured manner [12]. The web search methodology for information representation not only helps in the symbolization of information with hierarchy but also in the preservation of inheritance in the hierarchy [4,13]. These sorts of methodologies will recover data not only with single-level legacy but also with multilevel inheritance.…”
Section: Introductionmentioning
confidence: 99%